| Training Large Language Models to Reason via EM Policy Gradient | Apr 24, 2025 | GSM8KMath | —Unverified | 0 | 0 |
| Large Language Models as Analogical Reasoners | Oct 3, 2023 | Code GenerationGSM8K | —Unverified | 0 | 0 |
| KwaiYiiMath: Technical Report | Oct 11, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 | 0 |
| Kwai-STaR: Transform LLMs into State-Transition Reasoners | Nov 7, 2024 | GSM8KMathematical Problem-Solving | —Unverified | 0 | 0 |
| Meaning-Typed Programming: Language Abstraction and Runtime for Model-Integrated Applications | May 14, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| AgentInstruct: Toward Generative Teaching with Agentic Flows | Jul 3, 2024 | GSM8KMMLU | —Unverified | 0 | 0 |
| DavIR: Data Selection via Implicit Reward for Large Language Models | Oct 16, 2023 | Causal Language ModelingGSM8K | —Unverified | 0 | 0 |
| Local Prompt Optimization | Apr 29, 2025 | GSM8KMath | —Unverified | 0 | 0 |
| Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| Transcending Scaling Laws with 0.1% Extra Compute | Oct 20, 2022 | Arithmetic ReasoningCross-Lingual Question Answering | —Unverified | 0 | 0 |
| Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models | Feb 24, 2024 | GSM8KMathematical Reasoning | —Unverified | 0 | 0 |
| KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning? | Jul 15, 2025 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning | Mar 4, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing | Jun 17, 2025 | ARCCoLA | —Unverified | 0 | 0 |
